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Create app.py

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  1. app.py +25 -0
app.py ADDED
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+ import torch
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load summarization pipeline
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+ text_summary = pipeline(
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+ "summarization",
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+ model="sshleifer/distilbart-cnn-12-6",
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+ torch_dtype=torch.float32 # CPU stable
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+ )
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+
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+ def summary(input_text):
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+ result = text_summary(input_text)
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+ return result[0]['summary_text']
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+
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+ # Gradio app
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+ demo = gr.Interface(
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+ fn=summary,
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+ inputs=[gr.Textbox(label="Input text to summarize", lines=6)],
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+ outputs=[gr.Textbox(label="Summarized text", lines=4)],
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+ title="@GenAILearniverse Project 1: Text Summarizer",
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+ description="This application summarizes long text into short and meaningful summaries."
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+ )
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+
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+ demo.launch()